Alex Merced 7/25/2026

Every AI Model Family That Matters in Mid-2026

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Table of Contents How to Evaluate a Family Instead of a Model OpenAI Anthropic Google Meta xAI The Chinese Open-Weight Labs Europe, and the Enterprise-Adjacent Labs Local and On-Device The Field on One Page The Specialists Building a Routing Layer Instead of a Dependency Sizing a Local Deployment Failure Modes Where This Field Is Heading Conclusion Keep Going Cross-posted. This article’s canonical

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Every AI Model Family That Matters in Mid-2026

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